{"id":2986,"date":"2020-05-12T15:35:05","date_gmt":"2020-05-12T13:35:05","guid":{"rendered":"http:\/\/web.fs.uni-lj.si\/lakos\/?page_id=2986"},"modified":"2026-11-03T21:16:00","modified_gmt":"2026-11-03T20:16:00","slug":"vision-systems-for-quality-and-automation","status":"publish","type":"page","link":"https:\/\/web.fs.uni-lj.si\/lampa\/en\/vision-systems-for-quality-and-automation\/","title":{"rendered":"Vision systems"},"content":{"rendered":"<div class=\"et_pb_section_0 et_pb_section et_section_regular et_block_section\"><div class=\"et_pb_row_0 et_pb_row et_block_row\"><div class=\"et_pb_column_0 et_pb_column et_pb_column_4_4 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_heading_0 et_pb_heading et_pb_module et_block_module\"><div class=\"et_pb_heading_container\"><h1 class=\"et_pb_module_header\">Vision systems<\/h1><\/div><\/div><\/div><\/div><\/div><div class=\"et_pb_section_1 et_pb_section et_section_regular et_block_section\"><div class=\"et_pb_row_1 et_pb_row et_block_row\"><div class=\"et_pb_column_1 et_pb_column et_pb_column_4_4 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_breadcrumbs_0 et_pb_breadcrumbs et_pb_module et_flex_module\"><div class=\"et_pb_module_inner\"><nav class=\"et_pb_breadcrumbs--trail\" aria-label=\"Breadcrumb\"><a href=\"https:\/\/web.fs.uni-lj.si\/lampa\" class=\"et_pb_breadcrumbs--breadcrumb et_pb_breadcrumbs--home\">Home<\/a><span class=\"et_pb_breadcrumbs--separator\">\/<\/span><span class=\"et_pb_breadcrumbs--current et_pb_breadcrumbs--breadcrumb\">Archives<\/span><\/nav><\/div><\/div><\/div><\/div><\/div><div class=\"et_pb_section_2 et_pb_section et_section_regular et_block_section\"><div class=\"et_pb_row_2 et_pb_row et_pb_row_3-4_1-4 et_block_row et_block_row_3-4_1-4\"><div class=\"et_pb_column_2 et_pb_column et_pb_column_3_4 et_block_column et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_text_0 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><p>We explore the use of imaging systems in engineering, medicine, and everyday life. Of particular note is the field of engineering, which often involves product quality control, localization, and many other tasks in automation, industrial, and mobile robotics. Current research topics in collaboration with industrial partners include localization of products before machining (e.g. detection of the position and shape of objects in conjunction with CNC and robotic systems), measurement of product dimensions (e.g. glowing forgings), control of surfaces and color defects, visual control of welding processes, etc.<\/p>\n<p>One research focus is the use of machine vision in combination with deep learning. With this modern approach, systems can be trained to distinguish between non-conforming and conforming products or even to classify them according to the type of defect.<\/p>\n<p>We invite interested students to work on various topics in this area as part of their teaching responsibilities (seminars, theses, internships) (contact D. Bra\u010dun).<\/p>\n<p>We also invite all interested industrial partners to cooperate with us and jointly solve challenging tasks in the field of machine vision, robotics and automation.<\/p>\n<\/div><\/div><div class=\"et_pb_image_0 et_pb_image et_pb_module et_block_module\"><a href=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2.jpg\" title=\"Vision systems\" class=\"et_pb_lightbox_image\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2.jpg\" alt=\"Vision systems\" width=\"1920\" height=\"1120\" srcset=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2.jpg 1920w, https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2-300x175.jpg 300w, https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2-1024x597.jpg 1024w, https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2-768x448.jpg 768w, https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2-1536x896.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" class=\"wp-image-2711\" \/><\/span><\/a><\/div><\/div><div class=\"et_pb_column_3 et_pb_column et_pb_column_1_4 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_text_1 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><p>LAMPA<\/p>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2986","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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